ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale.
Kaiqi LiuPanrong TongMo LiYue WuJianqiang HuangPublished in: Proc. ACM Manag. Data (2023)
Keyphrases
- data processing
- spatio temporal
- machine learning
- data analysis
- maximum likelihood
- computer systems
- scale space
- data management
- machine learning methods
- spatial and temporal
- machine learning algorithms
- pattern recognition
- computer science
- decision trees
- learning algorithm
- data acquisition
- supervised learning
- spatial temporal
- spatio temporal patterns
- statistical methods
- learning tasks
- space time
- inductive learning
- small scale
- machine learning approaches
- knowledge acquisition
- information extraction
- knowledge discovery
- moving objects
- image sequences
- database systems
- data mining
- computer vision
- databases
- em algorithm
- spatio temporal data
- real world
- feature selection
- image structure
- human motion
- natural language
- model selection